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Automated Segmentation of MRI White Matter Hyperintensities in 8421 Patients with Acute Ischemic Stroke

Kim, Hosung; Ryu, Wi-Sun; Schellingerhout, Dawid; Park, Jonghyeok; Chung, Jinyong; Jeong, Sang-Wuk; Gwak, Dong-Seok; Kim, Beom Joon; Kim, Joon-Tae; Hong, Keun-Sik, et al.

ArticleIssue Date2024CitationAmerican Journal of Neuroradiology, v.45, no.12, pp 1885 - 1894PublisherAmerican Society of Neuroradiology
SCIESCOPUS
Deep learning-based automatic segmentation of cerebral infarcts on diffusion MRIopen access

Ryu, Wi-Sun; Schellingerhout, Dawid; Park, Jonghyeok; Chung, Jinyong; Jeong, Sang-Wuk; Gwak, Dong-Seok; Kim, Beom Joon; Kim, Joon-Tae; Hong, Keun-Sik; Lee, Kyung Bok, et al.

ArticleIssue Date2025CitationScientific Reports, v.15, no.1PublisherNature Portfolio
SCOPUS
In-silo federated learning vs. centralized learning for segmenting acute and chronic ischemic brain lesionsopen access

Kim, Joon; Lee, Hoyeon; Park, Jonghyeok; Park, Sang Hyun; Lee, Myungjae; Sunwoo, Leonard; Kim, Chi Kyung; Kim, Beom Joon; Kim, Dong-Eog; Ryu, Wi-Sun

ArticleIssue Date2025CitationIntelligence-Based Medicine, v.12, pp 1 - 8PublisherElsevier B.V.
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